Optimal Media Mix for IEC Campaigns Using Fuzzy Linguistic Genetic Algorithm: A Study of Swachh Bharat Abhiyan (Clean India Mission)

Manu Sharma, Sudhanshu Joshi
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引用次数: 5

Abstract

Abstract Under ‘Swachh Bharat Abhiyan’ numerous IEC campaigns have launched with multiple media vehicles to achieve an aim of maximizing the awareness level and triggering the mass to adapt behavioral change. Media optimization is a challenging process due to budgetary constraints and multiple media vehicles, but it leads to radical shift in the expenditures as well as in the outcomes. This research study follows two-phase procedure to identify the optimal media mix for IEC Campaigns under ‘Swachh Bharat by applying AHP (Analytical hierarchical process) followed by Fuzzy linguistic genetic algorithms to identify the top 5 media vehicle for IEC campaigns further followed by Fuzzy linguistic genetic algorithms in second phase find the best fit of media insertions with least cost. Both the methods are used in order to find a best fit of cost effective media for promoting the National cleanliness drive ‘Swachh Bharat Abhiyan’. This study is helpful for the stakeholders and decision-makers to plan the IEC campaigns effectively and efficiently.
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使用模糊语言遗传算法进行IEC宣传的最优媒体组合:Swachh Bharat Abhiyan(清洁印度任务)的研究
在“Swachh Bharat Abhiyan”的倡导下,通过多种媒体手段开展了大量的信息教育宣传活动,以达到最大限度地提高意识水平并促使大众适应行为变化的目的。由于预算限制和多种媒体工具,媒体优化是一个具有挑战性的过程,但它会导致支出和结果的根本转变。本研究遵循两个阶段的程序,通过AHP(分析层次过程)和模糊语言遗传算法确定在“Swachh Bharat”下IEC活动的最佳媒体组合,然后确定IEC活动的前5种媒体载体,然后在第二阶段使用模糊语言遗传算法找到成本最低的媒体插入的最佳拟合。使用这两种方法是为了找到最适合的具有成本效益的媒体来促进国家清洁运动“Swachh Bharat Abhiyan”。本研究有助于利益相关者和决策者有效地规划信息、教育和宣传活动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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